Title :
Delay-Minimal Transmission for Energy Constrained Wireless Communications
Author :
Yang, Jing ; Ulukus, Sennur
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Maryland, College Park, MD
Abstract :
We investigate the problem of minimizing the overall transmission delay of data packets in a single-user wireless communication system, where the transmitter has a fixed amount of energy to transmit all of the data packets. We consider two different scenarios. In the first scenario, we assume that packets arrive randomly at the transmitter. We propose two different approaches to solve this problem. First, we develop an iterative algorithm that allocates the total energy of the transmitter to its individual packets, in a way to minimize the total delay. As a second approach, we develop a dynamic programming formulation for the problem. In the second scenario, we assume that all of the packets have already arrived before the transmission starts. In this situation, the cost function has a fixed form, and is convex and differentiable. In this scenario, the iterative algorithm we develop is guaranteed to converge to the unique global optimal solution.
Keywords :
dynamic programming; iterative methods; telecommunication traffic; wireless channels; data packet transmission delay; delay-minimal transmission; dynamic programming; energy constrained wireless communications; iterative algorithm; single-user wireless communication system; Communications Society; Cost function; Delay; Dynamic programming; Fading; Iterative algorithms; Scheduling algorithm; Transmitters; Wireless communication; Wireless sensor networks;
Conference_Titel :
Communications, 2008. ICC '08. IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2075-9
Electronic_ISBN :
978-1-4244-2075-9
DOI :
10.1109/ICC.2008.664